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Consumer Banking

First Time Homebuyer

Knowledge Graph Entities
Dominant · Host PageRank ρ=0.607

AI recommendation signal analysis across 101 domains for the First Time Homebuyer persona in Consumer Banking.

101Domains Tracked
19.3MReddit Posts
29KWikipedia Articles
5.1MOpen Web Matches
First Time Homebuyer_persona.report
EntityScore
Discover Home Loans
86.7
Consumer Financial Protection Bureau
60.0
Fearless Heart
41.9
This is a shortened preview of the Consumer Banking report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Check your knowledge-graph footprint

Wikidata is the structured knowledge graph behind Wikipedia, search engines, and many AI systems. If the graph does not know a brand, machines have less to anchor an answer on. See which entities carry this segment's topics and brands, and whether its top domains have an entity at all.

How It's Calculated

Where the numbers come from

We scan every Wikidata entity record (labels, descriptions, property values) for this segment's topic phrases and brand hostnames. Entity records are short structured data, so counts run far smaller than article text. Coverage checks which entities claim each domain as an official website.

Overview

What's on this page

Top-entity charts, the full entity table, and a knowledge-graph coverage check for this segment's most LLM-recommended domains.

Segment Totals

Knowledge graph at a glance

How much of the Wikidata knowledge graph touches First Time Homebuyer. Entity records are short structured data (labels, descriptions, property values), so these counts run far smaller than Wikipedia article text; what matters is which entities show up, not raw volume.

2,840
Entities With Topic Matches
651
Entities Mentioning Brands
2,884
Topic Phrase Matches
816
Brand Mentions
Top Domains

Knowledge graph coverage

Whether a Wikidata entity claims each of this segment's most LLM-recommended domains as its official website. A brand without an entity is invisible to systems that navigate the web through the knowledge graph.

3 of 3 top domains for First Time Homebuyer have a knowledge-graph entity.

DomainKnowledge Graph EntityWikidata ID
discover.comDiscover CardQ1228562
betterment.comBetterment.comQ4898585
zillow.comZillowQ8071921
Wikidata

Top knowledge-graph entities

The entity records where First Time Homebuyer's brands and topics appear. Brand Mentions is the more reliable single ranking here; broadly used phrases can surface large unrelated entities in the topic view. Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100). Bars and entity names link to the record; entities with no label show their Wikidata ID. The table follows the selected view.


EntityBlendedBrand MentionsTopic Matches
This Is Us, season 318.110
The Good Place, season 318.110
Drenching Dallas18.110